Sequential Offsetted Regression, Semiparametric Estimators, Semiparametric Models and Some Such

Thomas M. Menino Convention & Exhibition Center 

In this presentation I will discuss collaborative work with Paul Rathouz. I will review semiparametric estimation procedures for case-control study designs with longitudinal follow-up data as well as analogous estimation procedures for time-dependent outcome dependent sampling designs for binary data. I will then move on to describe ours and others work on outcome dependent sampling study designs and analysis procedures for longitudinal binary and quantitative response data. Finally, I will describe analysis procedures based on outcome dependent sampling designs for a semiparametric extension of the generalized linear model class. This semiparametric class of GLMs was introduced and has been developed by Paul.

longitudinal data

sequential offsetted regressions

outcome dependent sampling

mixed effects models

semi-parametric generalized linear models